Tag: HuggingFace
Deploy a Hugging Face (PyAnnote) speaker diarization model on Amazon SageMaker as an asynchronous endpoint | Amazon Web Services
Speaker diarization, an essential process in audio analysis, segments an audio file based on speaker identity. This post delves into integrating Hugging Face’s PyAnnote...
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Scale LLMs with PyTorch 2.0 FSDP on Amazon EKS – Part 2 | Amazon Web Services
This is a guest post co-written with Meta’s PyTorch team and is a continuation of Part 1 of this series, where we demonstrate the...
Pervasive LLM Hallucinations Expand Code Developer Attack Surface
Software developers' use of large language models (LLMs) presents a bigger opportunity than previously thought for attackers to distribute malicious packages to development environments,...
Advanced RAG patterns on Amazon SageMaker | Amazon Web Services
Today, customers of all industries—whether it’s financial services, healthcare and life sciences, travel and hospitality, media and entertainment, telecommunications, software as a service (SaaS),...
AI bots hallucinate software packages and devs download them
In-depth Several big businesses have published source code that incorporates a software package previously hallucinated by generative AI.
Not only that but someone, having spotted...
Gemma is now available in Amazon SageMaker JumpStart | Amazon Web Services
Today, we’re excited to announce that the Gemma model is now available for customers using Amazon SageMaker JumpStart. Gemma is a family of language models based on...
Large language model SauLM-7B aims for legal applications
Machine-learning researchers and legal experts have released SauLM-7B, which they claim is the first text-generating open source large language model specifically focused on legal...
Efficiently fine-tune the ESM-2 protein language model with Amazon SageMaker | Amazon Web Services
In this post, we demonstrate how to efficiently fine-tune a state-of-the-art protein language model (pLM) to predict protein subcellular localization using Amazon SageMaker.
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Streamline diarization using AI as an assistive technology: ZOO Digital’s story | Amazon Web Services
ZOO Digital provides end-to-end localization and media services to adapt original TV and movie content to different languages, regions, and cultures. It makes globalization...
Talk to your slide deck using multimodal foundation models hosted on Amazon Bedrock and Amazon SageMaker – Part 1 | Amazon Web Services
With the advent of generative AI, today’s foundation models (FMs), such as the large language models (LLMs) Claude 2 and Llama 2, can perform...
CoinFund Leads $3.1M Bagel Network Round to Support Next-Gen Data Infra in web3 x AI Stack
Evan Feng·FollowPublished inThe CoinFund Blog·7 min read·1 day ago--Bagel Network: The Next-Gen Computable Data Layer for AICoinFund is proud to lead a $3.1 million...
Reduce inference time for BERT models using neural architecture search and SageMaker Automated Model Tuning | Amazon Web Services
In this post, we demonstrate how to use neural architecture search (NAS) based structural pruning to compress a fine-tuned BERT model to improve model...
First Step in AI/ML Security Is Finding Them All
The growing number of applications incorporating artificial intelligence (AI) capabilities and tools that make it easier to work with machine learning (ML) models have...
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